{"id":"W4406465370","doi":"10.1016/j.yped.2015.07.112","title":"10.1016/j.yped.2015.07.112","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Serum bilirubin; Bilirubin; Direct bilirubin; Internal medicine; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007900094,0.0001078499,0.0001639038,0.00002763096,0.00004263466,0.000007126602,0.00008032008,0.00008447047,0.9973382],"category_scores_gemma":[0.00002641259,0.00009280317,0.00004735734,0.000113954,0.00002603162,0.00002428472,0.00001870812,0.0001326255,0.9954476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003823182,"about_ca_system_score_gemma":0.00008160786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002160509,"about_ca_topic_score_gemma":5.341632e-8,"domain_scores_codex":[0.999187,0.000008170076,0.000152281,0.0001917185,0.0001759803,0.0002848718],"domain_scores_gemma":[0.9992486,0.00001898857,0.00001681665,0.0002653055,0.00003855654,0.0004117736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003019139,0.00005010884,3.633727e-7,0.00005733785,0.000006216859,0.00002407802,0.000003937696,1.960757e-7,0.0003745494,5.300171e-8,0.4645501,0.5346312],"study_design_scores_gemma":[0.0004823735,0.0002462368,0.00005648501,0.00005239421,0.00001874494,0.00008065369,8.148914e-7,0.00001559829,0.002810761,0.000001690192,0.9961317,0.0001025057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004908526,0.0003046185,1.012628e-7,0.001449249,0.000001466904,0.0001862865,0.0000183226,0.00009671802,0.9930347],"genre_scores_gemma":[0.0008932438,6.711076e-7,0.0001193051,0.0003768695,0.0003542991,0.00001043038,0.00005591496,0.00001709894,0.9981722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5345287,"threshold_uncertainty_score":0.3784403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005941210212850208,"score_gpt":0.2232807061665051,"score_spread":0.2173394959536549,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}